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Concept
Step Size
Step size
, also known as
learning rate
, is a crucial hyperparameter in
optimization algorithms
that determines the size of the steps taken towards a
minimum of a loss function
. Choosing an appropriate
Step size
is essential for ensuring convergence and
stability of the learning process
, as too large a
Step size
can lead to overshooting, while too small a
Step size
can result in
slow convergence
.
Relevant Degrees
Computer Science and Data Processing 71%
Fundamentals of Mathematics 29%
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